Compare AI tools

	Fathom S	Replicate S	Cursor S	Manus S
Tagline	Meeting notes, free forever for individuals.	Run any open-source AI model with an API call.	VS Code fork that made AI coding actually work.	Autonomous AI agent that actually finishes tasks.
Category	meeting	dev platform	coding	agents
Pricing	Free for individuals + $15-$29/user/mo teams	Pay per second of compute	Free + $20/mo Pro + $40/mo Business	Free tier + $39-$199/mo
Best for	Solo operators, freelancers, small teams on a budget.	Developers using open-source models (Flux, SDXL, Whisper, etc).	Developers. Non-developers who want to ship working code.	People who want to hand off tasks entirely — trip planning, research, spreadsheet building.
Strengths	Unlimited free tier for solo use Strong summaries + action items Works in Zoom, Meet, Teams	Tens of thousands of models (image, video, audio, LLMs) One-line API for any model Cog framework for custom model deploy	Tab completion feels like mind-reading Composer for multi-file edits Runs Claude, GPT, Gemini — you pick	General-purpose agent — research, book, build, analyze Parallel task execution Web browsing + file creation + coding
Weaknesses	Bot-joining model Team features gated	Cold starts on less-popular models Pricing gets real at scale	Can feel overwhelming for non-coders Expensive at scale	Still hit-or-miss on complex multi-hour tasks Can burn credits fast
Kai's verdict	S-tier for solo + free. The best free option, hands down.	S-tier for open-source model APIs. The default in this space.	S-tier for coding. If you write code of any kind, this pays back the $20 in a day.	S-tier in the agent category. The first one I'd give to a non-technical friend.
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